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Zhezhi He (何哲陟)
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Parametric noise injection: Trainable randomness to improve deep neural network robustness against adversarial attack
Z He, AS Rakin, D Fan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 588-597, 2019
1572019
Noise injection adaption: End-to-end ReRAM crossbar non-ideal effect adaption for neural network mapping
Z He, J Lin, R Ewetz, JS Yuan, D Fan
Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019
1052019
Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search
Z He, AS Rakin, D Fan
Proceedings of the IEEE International Conference on Computer Vision (ICCV …, 2019
100*2019
TBT: Targeted Neural Network Attack with Bit Trojan
AS Rakin, Z He, D Fan
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
86*2020
CMP-PIM: an energy-efficient comparator-based processing-in-memory neural network accelerator
Z He, S Angizi, AS Rakin, D Fan
Proceedings of the 55th Annual Design Automation Conference (DAC), 105, 2018
75*2018
IMCE: Energy-efficient bit-wise in-memory convolution engine for deep neural network
S Angizi, Z He, F Parveen, D Fan
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 111-116, 2018
582018
Simultaneously optimizing weight and quantizer of ternary neural network using truncated gaussian approximation
Z He, D Fan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
542019
MRIMA: An MRAM-based in-memory accelerator
S Angizi, Z He, A Awad, D Fan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2019
512019
PIMA-logic: A novel processing-in-memory architecture for highly flexible and energy-efficient logic computation
S Angizi, Z He, D Fan
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
512018
Design and evaluation of a spintronic in-memory processing platform for nonvolatile data encryption
S Angizi, Z He, N Bagherzadeh, D Fan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017
512017
A fully onchip binarized convolutional neural network fpga impelmentation with accurate inference
L Yang, Z He, D Fan
Proceedings of the International Symposium on Low Power Electronics and …, 2018
412018
Rimpa: A new reconfigurable dual-mode in-memory processing architecture with spin hall effect-driven domain wall motion device
S Angizi, Z He, F Parveen, D Fan
2017 IEEE Computer Society annual symposium on VLSI (ISVLSI), 45-50, 2017
372017
Non-Structured DNN Weight Pruning--Is It Beneficial in Any Platform?
X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ...
(TNNLS) IEEE Transactions on Neural Networks and Learning Systems, 2021
35*2021
Defending and Harnessing the Bit-Flip based Adversarial Weight Attack
Z He, AS Rakin, J Li, C Chakrabarti, D Fan
Conference on Computer Vision and Pattern Recognition (CVPR), 2020
352020
Optimize deep convolutional neural network with ternarized weights and high accuracy
Z He, B Gong, D Fan
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 913-921, 2019
342019
2D MoS 2-based threshold switching memristor for artificial neuron
D Dev, A Krishnaprasad, MS Shawkat, Z He, S Das, D Fan, HS Chung, ...
(EDL) IEEE Electron Device Letters 41 (6), 936-939, 2020
292020
Hielm: Highly flexible in-memory computing using stt mram
F Parveen, Z He, S Angizi, D Fan
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 361-366, 2018
292018
T-BFA: Targeted bit-flip adversarial weight attack
AS Rakin, Z He, J Li, F Yao, C Chakrabarti, D Fan
(TPAMI) Transactions on Pattern Analysis and Machine Intelligence, 2021
282021
Low power in-memory computing based on dual-mode SOT-MRAM
F Parveen, S Angizi, Z He, D Fan
2017 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2017
282017
In-memory computing with spintronic devices
D Fan, S Angizi, Z He
2017 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 683-688, 2017
272017
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Articles 1–20